Volume 8, Issue 2S

Editor’s Note

1. Article

   Special Issue on Machine Learning in Scientometrics

   Snehanshu Saha, Saibal Kar

   pp. s1 · DOI: 10.5530/jscires.8.2.20 · 2019

   Scientometrics is a domain that performs a quantitative and qualitative assessment of research and scientific progress. The field has earned popularity in last few years owing to the need to measure research outputs at i…

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Machine Learning

1. Article

   On the Implications of Artificial Intelligence and its Responsible Growth

   Harsha Devaraj, Simran Makhija, Suryoday Basak

   pp. s2–s6 · DOI: 10.5530/jscires.8.2.21 · 2019

   As a set of technologies, Artificial Intelligence (AI) has received growing interest from a variety of fields. However, many fundamental questions about AI are still mysteries to the everyday person. This paper seeks to …

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2. Article

   Analyzing the Common Wisdom of Binarization Doctrine in Internationality Classification of Journals: A Machine Learning Approach

   Gambhire Swati Sampatrao, Sudeepa Roy Dey, Abhishek Bansal, Sriparna Saha

   pp. s7–s38 · DOI: 10.5530/jscires.8.2.22 · 2019

   Evaluating and identifying “Internationality” of peer reviewed journals is a hotly debated topic. The problem broadly focuses on whether a journal is international or not, indicating a strong tilt toward binary classific…

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3. Article

   Relevance of Innovations in Machine Learning to Scientometrics

   Gowri Srinivasa

   pp. s39–s43 · DOI: 10.5530/jscires.8.2.23 · 2019

   Machine learning envisages building models that either classify, predict, cluster or determine the relative relevance of features to a problem and the associations between them. This paper briefy describes how these task…

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4. Article

   SES-RREF: The Machine Learning Approach to Credible Metrics of Scholastic Evidence via Recursive Referencing

   Archana Mathur, Snehanshu Saha, Saibal Kar, Gouri Ginde, Ankit Sinha

   pp. s44–s73 · DOI: 10.5530/jscires.8.2.24 · 2019

   Citation network analysis of scholarly articles and journals has already been explored in-depth and the subtlety of the differences between citations and references has also been recognized. Despite this recognition, cit…

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Invited Article

1. Article

   Treatment Repurposing using Literature-related Discovery

   Ronald N. Kostoff

   pp. s74–s84 · DOI: 10.5530/jscires.8.2.25 · 2019

   This article describes the Literature-Related Discovery technique and its application to Treatment Repurposing (which includes, but goes well beyond, Drug Repurposing). Illustrative results of potential repurposed treatm…

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1. Article

   Some Salient Aspects of Machine Learning Research: A Bibliometric Analysis

   Sujit Bhattacharya

   pp. s85–s92 · DOI: 10.5530/jscires.8.2.26 · 2019

   Machine learning has emerged as an important and distinct area of research closely related to and often overlaps with various domains within computer science, computational statistics, artificial intelligence, cognitive …

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